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Fact Retrieval on GraphRAG-Bench Medical Dataset
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88.9
Recall
HyperSU
36.224
49.8995
63.575
77.2505
Jun 3, 2026
Recall
Relevance
Updated 25d ago
Evaluation Results
Method
Method
Links
Recall
Relevance
HyperSU
Category=Hypergraph-ba...
2026.06
88.9
77.52
HippoRAG
Category=Graph-based RAG
2026.06
86.59
52.62
RAPTOR
Category=Graph-based RAG
2026.06
86.15
68.84
RAG
2026.06
85.48
63.89
LightRAG
Category=Graph-based RAG
2026.06
80.4
41.09
HippoRAG 2
Category=Graph-based RAG
2026.06
79.3
87.88
HyperGraphRAG
Category=Hypergraph-ba...
2026.06
72.13
58.33
Hyper-RAG
Category=Hypergraph-ba...
2026.06
70.8
57.91
MS-GraphRAG
Category=Graph-based RAG
2026.06
38.25
5.67
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